{"id":"https://openalex.org/W4392901591","doi":"https://doi.org/10.1109/tii.2024.3369240","title":"PhysiCausalNet: A Causal- and Physics-Driven Domain Generalization Network for Cross-Machine Fault Diagnosis of Unseen Domain","display_name":"PhysiCausalNet: A Causal- and Physics-Driven Domain Generalization Network for Cross-Machine Fault Diagnosis of Unseen Domain","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392901591","doi":"https://doi.org/10.1109/tii.2024.3369240"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3369240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3369240","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049312395","display_name":"Yumeng Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yumeng Zhu","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0001-9940-9794","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100341721","display_name":"Yanyang Zi","orcid":"https://orcid.org/0000-0003-0714-6670"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyang Zi","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0003-0714-6670","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428162","display_name":"Jie Li","orcid":"https://orcid.org/0000-0001-6391-828X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Li","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0001-6391-828X","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084157740","display_name":"Jing Xu","orcid":"https://orcid.org/0000-0001-8082-7902"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Xu","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0001-8082-7902","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049312395"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":13.1706,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.99294413,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"20","issue":"6","first_page":"8488","last_page":"8498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9768999814987183,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.7208644151687622},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6352794170379639},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.531857430934906},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.494521826505661},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4629014730453491},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4287700951099396},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18158385157585144}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7208644151687622},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6352794170379639},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.531857430934906},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.494521826505661},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4629014730453491},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4287700951099396},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18158385157585144},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2024.3369240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3369240","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.6899999976158142,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G2561911966","display_name":null,"funder_award_id":"52175119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1973990970","https://openalex.org/W1989811788","https://openalex.org/W1993898831","https://openalex.org/W2020692786","https://openalex.org/W2087864780","https://openalex.org/W2757713103","https://openalex.org/W2791694051","https://openalex.org/W2898760173","https://openalex.org/W2998115938","https://openalex.org/W3034878846","https://openalex.org/W3083358932","https://openalex.org/W3122347867","https://openalex.org/W3133542152","https://openalex.org/W3134162419","https://openalex.org/W3153200540","https://openalex.org/W3160541836","https://openalex.org/W3167996502","https://openalex.org/W3168786970","https://openalex.org/W3176707157","https://openalex.org/W4223922861","https://openalex.org/W4285272339","https://openalex.org/W4288287305","https://openalex.org/W4293246336","https://openalex.org/W4308475787","https://openalex.org/W4309208391","https://openalex.org/W4312232143","https://openalex.org/W4322102361","https://openalex.org/W4322490990","https://openalex.org/W4323358415","https://openalex.org/W4327922990","https://openalex.org/W4372343007","https://openalex.org/W4383337188","https://openalex.org/W6745136726","https://openalex.org/W6758833332","https://openalex.org/W6764051988","https://openalex.org/W6765285020","https://openalex.org/W6779928312","https://openalex.org/W6784227514","https://openalex.org/W6838584005","https://openalex.org/W6846382669"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Domain":[0],"generalization":[1,60],"for":[2,112,157],"intelligent":[3],"fault":[4,65,105,135],"diagnosis":[5],"is":[6,100,130,142,165],"a":[7,55,116,154],"technology":[8],"that":[9,62],"can":[10],"acquire":[11],"diagnostic":[12],"knowledge":[13,72,85,148],"from":[14,108],"related":[15],"machines":[16,31,169],"and":[17,26,57,67,83,137,170,177],"generalize":[18,43],"to":[19,33,42,48,78,102,115,132,145],"the":[20,24,44,64,69,74,89,94,104,113,121,125,138,150,158],"unseen":[21,49,75],"domain.":[22],"However,":[23],"structure":[25,129],"working":[27,172],"conditions":[28,173],"differences":[29],"between":[30],"lead":[32],"significant":[34],"variation":[35],"in":[36,167],"data":[37],"distribution,":[38],"making":[39],"it":[40],"difficult":[41],"trained":[45],"network":[46,61],"directly":[47],"machines.":[50],"This":[51],"research":[52],"proposed":[53,101,131,163],"PhysiCausalNet,":[54],"causal-":[56],"physics-driven":[58],"domain":[59,118,123],"mines":[63],"causality":[66],"incorporates":[68],"physical":[70,147,155],"prior":[71,146],"of":[73,149,162],"target":[76,122,151],"machine":[77,152],"realize":[79],"domain-invariant":[80],"feature":[81],"extraction":[82],"domain-specific":[84],"embedding.":[86],"To":[87],"form":[88],"cross-domain":[90],"invariant":[91],"causal":[92,97,106],"mechanism,":[93],"progressive":[95],"consistency":[96],"factorization":[98],"loss":[99,141],"separate":[103],"factors":[107],"implicit":[109],"representation.":[110],"Meanwhile,":[111],"adaptability":[114],"specific":[117],"without":[119],"involving":[120],"data,":[124],"Fourier":[126],"filter":[127],"demodulation":[128],"extract":[133],"periodic":[134],"components,":[136],"dynamics":[139],"embedding":[140],"designed":[143],"according":[144],"as":[153],"constraint":[156],"network.":[159],"The":[160],"effectiveness":[161],"approach":[164],"verified":[166],"four":[168],"twelve":[171],"including":[174],"public,":[175],"laboratory,":[176],"industrial":[178],"datasets.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":8}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}